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#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
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name: Data Preprocess
inputs:
- {name: project_id, type: String}
- {name: data_region, type: String}
- {name: gcs_output_folder, type: String}
- {name: gcs_output_format, type: String}
- {name: input_dataset, type: Dataset}
outputs:
- {name: output_dataset, type: Dataset}
implementation:
  container:
    image: {{af_registry_location}}-docker.pkg.dev/{{project_id}}/{{af_registry_name}}/component-base:latest
    command: [python, /pipelines/component/src/preprocess.py]
    args: [
      --executor_input, {executorInput: null},
      --function_to_execute, preprocess_data,
      --project-id, {inputValue: project_id},
      --data-region, {inputValue: data_region},
      --gcs-output-folder, {inputValue: gcs_output_folder},
      --gcs-output-format, {inputValue: gcs_output_format},
      --input-dataset, {inputPath: input_dataset},
      --output-dataset, {outputPath: output_dataset}
    ]
